Animal movement technologies have already significantly advanced our understanding of the natural world, from uncovering previously mysterious migration patterns and key movement corridors to demonstrating the impacts of anthropogenic pressures and climate change. Continuing advances in the development of technologies for collecting and transmitting bio-logging data, combined with the increased availability of high-resolution environmental data and analytical developments in movement modelling, are opening doors to novel applications. However, there are still major gaps in the space, including mobilizing movement data to translate data from tracking devices into insights for application in policy and practice. This group is a place for the animal movement community to connect and discuss our efforts to advance the field.
Resources for beginners
Learn about WILDLABS Animal Movement research projects
- MoveBON Initiative Announcement
- MoveBON Follow-Up Discussion
- Virtual Meetup Season 4: Tracking Progress (A WILDLABS research project on movement ecology)
Group curators
- @TaliaSpeaker
- | She/her
WILDLABS & World Wide Fund for Nature/ World Wildlife Fund (WWF)
I'm the Executive Manager of WILDLABS at WWF



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- 31 Groups
- @lhughey
- | she/her
Smithsonian Conservation Biology Institute
I am an ecologist and program manager with experience leading collaborative research projects in international settings. I specialize in the application of animal tracking data to conserve migratory species on a changing planet.



- 6 Resources
- 10 Discussions
- 3 Groups
No showcases have been added to this group yet.
- @shirbar
- | she\her
A PhD candidate at Tel Aviv University, studying fish behavior and how to automate its analysis
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- @jmflenniken
- | he/him
Florida Fish and Wildlife Conservation Commission
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- @dongmin_kim
- | He/Him/His
- 0 Resources
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- 1 Groups
- @roxirisa
- | roxi
Biologist I consider myself a data scientist with a passion for nature and with an extensive experience in species distribution modeling, handling large data sets from different sources such as gbif, eBird, xeno-canto, Worldclim, Terraclimate, ocean color e NASA among others. But
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I am a recently graduated Computer Scientist and Mathematician passionate about animals and nature.
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- @Sumit_Arora
- | He/Him/His
Centre for Wildlife Studies
Technology | Sustainability | Biodiversity
- 0 Resources
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- 4 Groups
Wildlife Bio in Yukon Territory Canada
- 0 Resources
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- @otgonbayartm
- | He / His
Many thanks to WILDLABS. This community aligns precisely with my professional interest in applying IT expertise to nature conservation.

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Our first meetup in Season 4 explores the latest advancements and developments on the horizon for data collection in movement ecology. Watch now to hear short talks from leading experts Roland Kays, Melinda Holland,...
9 May 2022
In Season Four of the Virtual Meetup Series, we’re bringing together leading engineers, conservationists, and academics to explore the future of technology in movement ecology and ask where exactly investment is needed...
29 April 2022
Check out this round-up of three of the latest news stories from the conservation tech world. See more conservation tech news by subscribing to our bi-monthly digest.
10 March 2022
The University of Maine is seeking qualified applicants for a PhD position that will focus on migration ecology of American woodcock and utilizes GPS transmitter to collect migration data. Apply by 1st April 2022 for...
8 March 2022
In her contribution to the Technical Difficulties Editorial Series, Christie Sampson shares how the devastating experience of losing collared elephants to an unexpected poaching threat lead to an improved understanding...
3 November 2021
The Centre for Statistics in Ecology, Environment and Conservation, a research group within the Department of Statistical Sciences at the University of Cape Town, is now hiring for a funded postdoc or PhD postion with...
1 November 2021
In her contribution to the Technical Difficulties Editorial Series, Gayle Pedersen discusses how the failure of underlying infrastructure can complicate conservation technology work, and how the culture of avoiding...
19 October 2021
In this article, you will get a glimpse of how Arribada Initiative recognizes the advantages of incorporating SnapperGPS receivers into existing tag designs to acquire fast GPS fixes within the marine environment....
15 October 2021
In Alina Peter's and Kristen Snyder's contribution to the Technical Difficulties Editorial Series, you'll receive a practical checklist of factors and questions to consider at various stages of your conservation...
13 October 2021
In her article for the Technical Failures Editorial Series, WILDLABS' Ellie Warren discusses how the loss of one tagged sea turtle represents the wider challenges faced by conservation efforts, and how the collaborative...
8 October 2021
The International Journal of Computer Vision is calling for papers on Computer Vision Approach for Animal Tracking and Modeling. Visit the Springer website for further details and submission guidelines.
20 September 2021
Internet of Elephants is excited to introduce a free data visualisation tool to help researchers and conservation storytellers show animal movement data easily and effectively! Read about the new tool below, and try it...
18 August 2021
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100 Products
Recently updated products
Description | Activity | Replies | Groups | Updated |
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Hi everyone,I want to use this platform to spread the word about AfriMove, a collaborative initiative to share movement data collected from... |
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Animal Movement | 5 months 1 week ago | |
The application deadline for the AniMove Workshop 2025 in Costa Rica is the 31st of May 2025. Hurry and sign up here |
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Animal Movement, Conservation Tech Training and Education, Data management and processing tools, Geospatial, Software Development | 2 months 3 weeks ago | |
Hi Vivian,Thank you so much for your reply! I appreciate the pointers on species mixing, to clarify: I have been experimenting with deer data, but for once the project is underway... |
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Animal Movement | 2 months 3 weeks ago | |
Hi Ethan, It's indeed a competitive area. My advice for you (and anybody else seeking a PhD supervisor)...Do background research on each individual potential supervisor and always... |
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Early Career, AI for Conservation, Animal Movement, Climate Change | 2 months 4 weeks ago | |
We are please to inform that we have implemented the point 1 and 4 and with this have finalized the project. The latest improvements:Improvement in findability of help... |
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Animal Movement, Data management and processing tools, Software Development | 3 months ago | |
Hello everyone!My collaborators and I are trying to assess the extent to which animal movement ecology is currently being integrated into... |
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Animal Movement | 3 months ago | |
My name is Frank Short and I am a PhD Candidate at Boston University in Biological Anthropology. I am currently doing fieldwork in Indonesia using machine-learning powered passive... |
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Acoustics, AI for Conservation, Animal Movement, Data management and processing tools, Early Career, Emerging Tech, Ethics of Conservation Tech, Protected Area Management Tools, Software Development | 3 months 1 week ago | |
Thanks Phil - I have e-mailed you.Peter |
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Animal Movement, Sensors | 3 months 2 weeks ago | |
Hi, we've gotten more than 20 replies until now so thank you if you took the time to answer.And we would really appreciate if you could spare a few minutes to answer if you haven'... |
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Emerging Tech, Animal Movement, Build Your Own Data Logger Community | 4 months ago | |
Reopenning this discussion again in case there is some news! |
+25
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Animal Movement | 4 months 2 weeks ago | |
Good morning JocelynThank you very much for your comment, this is proving to be very useful advice and thank you so much for setting me on the right path!! This is very exciting!!... |
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Animal Movement, Citizen Science, Human-Wildlife Coexistence, Marine Conservation, Drones, Community Base, Geospatial | 4 months 3 weeks ago | |
Hi Nikita, If you haven't already, I'd recommend reaching out to the folks at the Cornell Ornithology lab. They're really glued into all things bird. In particular, I... |
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Animal Movement, Drones, Emerging Tech, Human-Wildlife Coexistence | 4 months 3 weeks ago |
Catch up with The Variety Hour: February 2023
14 February 2023 6:26pm
AniMove 2022 Course Lectures Available to Stream
10 February 2023 1:27pm
AniMove Summer School 2023
10 February 2023 1:19pm
New tutorial on Firetail 10 - annotation of acceleration data
8 February 2023 12:18pm
Crowdfunding for GPS loggers for a threatened shorebird
3 February 2023 3:54pm
Telemetry and tracking Snakes
30 January 2023 2:44pm
2 February 2023 1:47pm
Hi Huascar, how are you? there's limitations on snakes since their body form and behaviour, if you leave a VHF or GPS tag as an external fixation it will get tangled with roths and branches and it will fall, besides you have to suture and it can cause infections.
So far you only got implanted VHF transmitters, that's the most common, lonlasting and safe fixation method.
There's an alternative of using Tegaderm as a external fixation method but with ecdysis will eventually remove it.
any doubts please write me robinpoches@gmail.com
Advanced Field School in Computational Ecology
25 January 2023 2:54pm
Repository for 3D models of tracking devices
14 September 2017 2:29pm
3 October 2017 6:33pm
3D model of custome-made GeoTrak GT-65GS-GPS with slanted front face (adapted from http://www.geotrakinc.com/products/solarGPS/PTT-65g-solarGPS.html).
Known flaws: Size and shape of attachment loops are not correct: the actual material is too thin to allow for a strong 3D printing so I decided to make the loops thicker; the actual loop hole is also slightly wider. Base of antenna is shorter than actual one. Actual device has smoother angles and slightly convex top (where the solar panels are).
The 3D print will need to be sanded to smoothen the edges and to get the soft angles of the original design. I also designed the tag with a hole where the back solar panels should be: this is to add weight (metals nuts and bolts) to reach a final mass of 65g.
Attached files:
gt-65gs-gps_slanted_3d.skp_.pdf: SketchUp 2016 file. Change file name back to .skp
gt-65gs-gps_slanted_for_3d_print.stl_.pdf: Printing file. Change file name back to .stl
Yvan


20 September 2018 6:01pm
Hi Yvan,
Steph directed me to this awesome resource. These units look so well made! Are you potting in the solar panels? Also, if you are interested, we've been working on a timed drop-off for avian tracking devices similar to this, which I am happy to share details about.
Anyway, in the spirit of your efforts, we've uploaded some collar housing designs and associated .stl files to our Website here: https://www.wildspy.com.au/resources.php
Shall add more as we design more.
Great initiative Yvan!
Cheers,
Rob
19 January 2023 10:38pm
I Rob, I just saw your message today (19 Jan 2023)! It's a bit late to reply but I wanted to make sure the tag manufacturer got the credit on the quality of their work. I'm not the manufacturer (just a user): these are made by Keith LeSage at Geotrak Inc, North Carolina, USA. We've beein working with them for about 10 years now and all their tags are as good looking as these.
Firetail Fellowships
19 January 2023 12:11pm
Apply Now: AI for Conservation Office Hours
18 January 2023 5:15pm
How do I fit GPS satellite tags to remotely monitor giraffe movements?
18 January 2023 9:05am
Interview for Technologies in Conservation
24 November 2022 10:07am
16 January 2023 2:42pm
I'd be happy to chat with you if you wanted! My expertise is within passive acoustic monitoring particularly. The Conservation Tech Directory might be useful for you in identifying relevant actors within the space.
16 January 2023 5:16pm
Happy to contribute tgray@woodsholegroup.com
17 January 2023 5:12pm
My original background is in ecology and conservation, and am now in the elected leadership of the Gathering for Open Science Hardware which convenes researchers developing open source tech for science. I am not working on a specific piece of technology right now, but am happy to contribute some higher-level views for your interview if that helps.
Wildlife Telemetry Podcasts
9 January 2023 11:49am
9 January 2023 12:22pm
There is also this one:
featuring @ThomasGray_Argos
Very cool, Thomas!
16 January 2023 5:04pm
Hey, I know that guy : )
How tracking technology is transforming our understanding of animal behaviour
16 January 2023 3:14pm
Case Study on Monitoring Aquatic Species with Gliders and Biologging Gear
13 January 2023 3:51am
Conservation Technology Intern (Vietnam)
11 January 2023 5:00pm
NomaTrack and the LoRa-DTN protocol
27 February 2021 11:58pm
26 March 2021 8:26pm
LoRA is registered in most places. With Starlink offering more and more service it would be possible in the future to transmit remote images through satellite once it is available in Madagascar. Power consumption of Starlink is big though.
4 January 2023 2:07pm
Hi Carly!
Since LoRa and LoRaWAN are meant for low bandwidth data it is not really feasible to use for transmitting remote audio and image data. It could be very valuable to have metadata like battery levels and trap "levelness" sent back to get an idea of the power and physical state of the traps. I am dreaming of something like this for our remote camera traps used for monitoring arctic fox dens in Greenland. They are not rarely turned over by muskox and polar bear and we are consequently loosing important data.
9 January 2023 3:36pm
The system is showcased here:
Designing non-standard tracking collars
6 January 2017 8:40pm
24 February 2017 11:36pm
Hi,
i've build collars for quite a few "non-standard" collared species. I tend to modify cheap consumer GPS devices to do so. It's a few years old now, but attached is a link to a video I made on modifying GPS devices for wildlife.
https://youtu.be/UaSvS0grVjw
feel free to email me with any specific questions you have.
5 January 2023 7:59am
Have a look at this for an example of unconventional tracker designs:
GPS collars for goats
15 February 2022 3:45pm
18 August 2022 7:00pm
Can you expand on what you mean by "They are the only commercial, direct to satellite, animal monitoring ear tag"?
19 August 2022 2:00am
We were the world first commercial direct to satellite ear tag. There are collar base solutions that work direct to satellite.
3 January 2023 7:40pm
I have no experience with LoraWAN tracking myself but just wanted share a few relevant links for a LoraWAN wildlife use case and a few suppliers of LoraWAN trackers:
OpenCollar.io - Smart Parks
Watching over wildlife together OpenCollar is a conservation collaboration to design, support and deploy open-source tracking collar hardware and software for environmental and wildlife monitoring projects
GPS tracking collars for Birds, wildlife and agriculture Ian AR Hulbert A/S
Ian AR Hulbert A/S produce location tracking collars and devices for environmental animal tracking projects throughout the world. How to choose the right GPS tracking device
An alternative to LoraWAN could be UHF based systems like:
10 min fix intervals is quite high. You may need solar powered devices to keep up this high frequency.
Good luck!
Margo Luminous Beta Launch: New Tracking Collar Manufacturer
20 February 2020 5:30pm
3 January 2023 3:14am
Hi @Lars_Holst_Hansen I can provide an update. The initial beta units have completed testing and production of commercial units has begun. Low volumes so far but we are quickly ramping up.
The official launch should be in next month or so.
If you would like you can email jackson@margosupplies.com
To be notified early as soon as we have units available.
Brett
3 January 2023 5:05pm
Thanks Brett! I am not looking to buy anything any time soon but I am always curious to follow any new progress and developments in the market of biologgers.
Regarding the accelerometry I am curious to know which frequencies are supported. Have you considered magnetometry, too? This could obviously be useful in dead reckoning but also for inferring behavioural states (as shown in this paper).
3 January 2023 5:36pm
No problem. I believe Jared was wanting to share more about our experience developing a collar on Wildlabs when there is time. I'm more on the mechanical end of things. Right now we are focused on reliability and longevity. Thanks for the paper I'll check it out!
Workshop Invite: Building Partnerships between Conservation Tech and the UK Space Sector
22 September 2022 3:50pm
5 December 2022 3:10pm
Hi Steph,
If it's not too late, I'm very interested in this workshop.
Best,
V
6 December 2022 5:52pm
Hey Vance! We hosted the workshop a few weeks ago, but we're doing follow up calls and future meetings. I'll loop you into the next call!
Steph
12 December 2022 12:03am
Hi Steph. Would be interested also.
Post Doctoral Fellow - Computer Vision/Arctic Avian Ecology
7 December 2022 4:21am
Underwater Camera Trap Video Confirms 1,100-Mile (1800-km) Swim of Tagged Great White Shark
25 October 2022 10:20am
Shark Lab Data Analyst
24 October 2022 7:12pm
Water leakage in aquatic tags at deeper depths
12 October 2022 12:37pm
20 October 2022 11:41am
Thanks a lot Alasdair, this is great. We will take this into consideration for our next testing phase.
Best
Hari
21 October 2022 4:12pm
I'll add - avoid fast curing resins/epoxies for, at least, two reasons:
1. The exothermic reaction between the two compounds can cause sensor issues (ie: heat).
2. Air bubbles will form (and cure) more easily in fast curing compounds.
23 October 2022 2:51pm
Thanks Thomas!! We do use slow curing resins with no heat generation
Conservation Technology Intern (Vietnam)

19 October 2022 9:22am
Rainforest SigFox available for use
26 August 2022 6:09pm
26 September 2022 10:20pm
Hi Roland,
This is really amazing, great to hear about your set-up! I'm just wondering what the overall cost was to set up this system? Just thinking in terms of setting up something similar in other parks and what they should expect with regard to price. Would also be great to hear about the overall effort, e.g., hours/team members required. It would be great to have this act as a blueprint for other organizations/research stations wishing to deploy a similar system within their respective national parks/areas/etc.!
10 October 2022 8:33am
Hi Rolland,
Interested too, but why did you choose SigFox (a private network) rather than LoRa (open network)?
Sigfox currently has some financial troubles that, don't know what it will become in the long term.
18 October 2022 11:55am
Hi Everyone,
We chose sigfox becuase it seems to have better range and is plug-play, whereas LoRa requires more custom programming and updating. Getting a gateway cost us $2000 for a year's lease + deposit. We covered solar power. There are also some 'minigateways' you can purchase but I don't know how they compare in range (plan to test). So far we are happy with the performance, in that it has worked consistency with no outages (once we stabilized the power supply). I think the annual costs are about $10 per tag. We are working on a paper that will describe this in more detail. So far just using for tracking tags but also looking at a trap sensor.
cheers
Roland
New paper: Benthic animal-borne sensors & citizen science combine to validate ocean modelling
10 October 2022 4:15pm
Open-source Argos satellite tag for bears - available now
7 October 2022 4:49pm
9 October 2022 5:14am
Oh, that looks so good, and some heavy hitting design firms too!
Humidity/Temperature/Light Level logger
27 September 2022 12:01am
7 October 2022 4:50pm
Hi David,
I've used our monitoring platform, PRTG (www.paessler.com), with environmental sensors for a server room, which included temperature and humidity. The monitoring platform is free up to a certain amount of sensors, so if this would be all you were using it for then it would be completely free of cost. Some hardware devices for environmental monitoring they have listed in one of their knowledge base articles are listed below, none of which I've used, but perhaps one of these would work, and if not, it will put you on the right track if you wanted to pursue this type of solution for what you are looking to do:
"All of these vendors offer physical sensors that can provide data about their environment. Connected to some kind of SNMP-enabled “management box” these sensors become network-enabled."
Cheers!
Rick
31 January 2023 6:29pm
Hi Huascar!
I have no experience with tracking snakes.
If I was you, I would start by having a look at a goggle scholar search like this:
Another place to ask for advice from experienced users would be to find some snake tracking researchers on
Good luck!